US 11,791,914 B2
Methods and systems for detection in an industrial Internet of Things data collection environment with a self-organizing data marketplace and notifications for industrial processes
Charles Howard Cella, Pembroke, MA (US); Gerald William Duffy, Jr., Philadelphia, PA (US); Jeffrey P. McGuckin, Philadelphia, PA (US); and Mehul Desai, Oak Brook, IL (US)
Assigned to Strong Force IoT Portfolio 2016, LLC, Fort Lauderdale, FL (US)
Filed by Strong Force IoT Portfolio 2016, LLC, Fort Lauderdale, FL (US)
Filed on Sep. 26, 2018, as Appl. No. 16/143,354.
Application 16/143,354 is a continuation of application No. PCT/US2018/045036, filed on Aug. 2, 2018.
Application PCT/US2018/045036 is a continuation of application No. 15/973,406, filed on May 7, 2018.
Application PCT/US2018/045036 is a continuation of application No. 15/973,406, filed on May 7, 2018.
Application 15/973,406 is a continuation in part of application No. PCT/US2017/031721, filed on May 9, 2017.
Claims priority of provisional application 62/583,487, filed on Nov. 8, 2017.
Claims priority of provisional application 62/562,487, filed on Sep. 24, 2017.
Claims priority of provisional application 62/540,557, filed on Aug. 2, 2017.
Claims priority of provisional application 62/540,513, filed on Aug. 2, 2017.
Claims priority of provisional application 62/427,141, filed on Nov. 28, 2016.
Claims priority of provisional application 62/412,843, filed on Oct. 26, 2016.
Claims priority of provisional application 62/350,672, filed on Jun. 15, 2016.
Claims priority of provisional application 62/333,589, filed on May 9, 2016.
Prior Publication US 2019/0137988 A1, May 9, 2019
Int. Cl. H04B 17/29 (2015.01); G05B 19/418 (2006.01); H04L 67/12 (2022.01); G06N 20/00 (2019.01); H04L 1/00 (2006.01); G06N 3/084 (2023.01); G06N 3/088 (2023.01); G06N 3/006 (2023.01); H04B 17/345 (2015.01); H04W 4/38 (2018.01); H04W 4/70 (2018.01); G06Q 30/02 (2023.01); G06Q 30/06 (2023.01); G01M 13/045 (2019.01); G01M 13/028 (2019.01); H04L 1/1867 (2023.01); G06Q 10/0639 (2023.01); G06Q 10/04 (2023.01); H04B 17/23 (2015.01); H03M 1/12 (2006.01); G16Z 99/00 (2019.01); H02M 1/12 (2006.01); G06F 18/21 (2023.01); G06N 3/044 (2023.01); G06N 3/045 (2023.01); G06N 3/047 (2023.01); G06N 7/01 (2023.01); G06V 10/778 (2022.01); G06V 10/82 (2022.01); B62D 15/02 (2006.01); G01M 13/04 (2019.01); G06Q 50/00 (2012.01); G05B 23/02 (2006.01); G05B 13/02 (2006.01); H04L 67/1097 (2022.01); H04B 17/318 (2015.01); G06N 3/02 (2006.01); G06N 5/046 (2023.01); H04B 17/309 (2015.01); H04L 1/18 (2023.01); G06N 3/126 (2023.01); G05B 19/042 (2006.01); H04B 17/40 (2015.01); H04L 67/306 (2022.01); B62D 5/04 (2006.01); G06F 17/18 (2006.01); G06F 18/25 (2023.01); H04L 5/00 (2006.01)
CPC H04B 17/29 (2015.01) [B62D 15/0215 (2013.01); G01M 13/028 (2013.01); G01M 13/04 (2013.01); G01M 13/045 (2013.01); G05B 13/028 (2013.01); G05B 19/4183 (2013.01); G05B 19/4184 (2013.01); G05B 19/4185 (2013.01); G05B 19/41845 (2013.01); G05B 19/41865 (2013.01); G05B 19/41875 (2013.01); G05B 23/024 (2013.01); G05B 23/0221 (2013.01); G05B 23/0229 (2013.01); G05B 23/0264 (2013.01); G05B 23/0283 (2013.01); G05B 23/0286 (2013.01); G05B 23/0289 (2013.01); G05B 23/0291 (2013.01); G05B 23/0294 (2013.01); G05B 23/0297 (2013.01); G06F 18/2178 (2023.01); G06N 3/006 (2013.01); G06N 3/02 (2013.01); G06N 3/044 (2023.01); G06N 3/045 (2023.01); G06N 3/047 (2023.01); G06N 3/084 (2013.01); G06N 3/088 (2013.01); G06N 5/046 (2013.01); G06N 7/01 (2023.01); G06N 20/00 (2019.01); G06Q 10/04 (2013.01); G06Q 10/0639 (2013.01); G06Q 30/02 (2013.01); G06Q 30/0278 (2013.01); G06Q 30/06 (2013.01); G06Q 50/00 (2013.01); G06V 10/7784 (2022.01); G06V 10/82 (2022.01); G16Z 99/00 (2019.02); H02M 1/12 (2013.01); H03M 1/12 (2013.01); H04B 17/23 (2015.01); H04B 17/309 (2015.01); H04B 17/318 (2015.01); H04B 17/345 (2015.01); H04L 1/0002 (2013.01); H04L 1/0041 (2013.01); H04L 1/18 (2013.01); H04L 1/1874 (2013.01); H04L 67/1097 (2013.01); H04L 67/12 (2013.01); H04W 4/38 (2018.02); H04W 4/70 (2018.02); B62D 5/0463 (2013.01); G05B 19/042 (2013.01); G05B 23/02 (2013.01); G05B 23/0208 (2013.01); G05B 2219/32287 (2013.01); G05B 2219/35001 (2013.01); G05B 2219/37337 (2013.01); G05B 2219/37351 (2013.01); G05B 2219/37434 (2013.01); G05B 2219/37537 (2013.01); G05B 2219/40115 (2013.01); G05B 2219/45004 (2013.01); G05B 2219/45129 (2013.01); G06F 17/18 (2013.01); G06F 18/21 (2023.01); G06F 18/217 (2023.01); G06F 18/25 (2023.01); G06N 3/126 (2013.01); H04B 17/40 (2015.01); H04L 1/0009 (2013.01); H04L 5/0064 (2013.01); H04L 67/306 (2013.01); Y02P 80/10 (2015.11); Y02P 90/02 (2015.11); Y02P 90/80 (2015.11); Y04S 50/00 (2013.01); Y04S 50/12 (2013.01); Y10S 707/99939 (2013.01)] 25 Claims
OG exemplary drawing
 
1. A self-organizing data marketplace, comprising:
a plurality of data collectors and a corresponding plurality of industrial environments, wherein each of the plurality of data collectors is structured to collect detection values from at least one sensor from one of the corresponding plurality of industrial environments;
a data storage structured to store a data pool comprising at least a portion of the detection values;
a data marketplace structured to:
iteratively self-organize the data pool in response to received feedback indicating a metric of success from self-organizing the data pool, to thereby improve the metric of success,
wherein the data marketplace iteratively self-organizes the data pool based on patterns recognized in the detection values,
wherein the data marketplace matches at least some of the recognized patterns to signatures that characterize different industrial machines,
wherein the signatures include at least one of a sound signature, a heat signature, a chemical signature, a vibration signature, or a set of feature vectors in an image, and
wherein the metric of success includes at least one of a measure of utilization of the data pool or a measure of financial yield from the data pool; and
a transaction system structured to interpret a user data request, and to selectively provide a portion of the self-organized data pool to a user in response to the user data request.